Comprehensive Genomic Subtyping of Glioma Using Semi-Supervised Multi-Task Deep Learning on Multimodal MRI.
Priyanka Tupe-WaghmarePiyush MalpureKetan KotechaManish BeniwalVani SantoshJitender SainiMadhura IngalhalikarPublished in: IEEE Access (2021)
Keyphrases
- deep learning
- multi task
- semi supervised
- unsupervised learning
- multi task learning
- weakly supervised
- learning tasks
- semi supervised learning
- supervised learning
- labeled data
- transfer learning
- learning problems
- active learning
- feature selection
- machine learning
- multi class
- unlabeled data
- pairwise
- medical images
- high resolution
- machine learning algorithms
- information gain
- object recognition
- generative model
- natural images
- gaussian process
- mental models
- higher order
- learning algorithm